Evidence map›Paper›PMID 41756083›Full record

ArticleFrontiers in public health2026

Psychometric validation of the Spanish HLS-EU-Q16 in Ecuador: evidence for health literacy assessment and public health education.

Gabriel Ortiz, Judith Francisco-Pérez, Víctor López-Guerra, Diana Maricela Vuele-Duma, Denny Caridad Ayora-Apolo, Angélica Rojas

Abstract readValidation Study
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Gabriel OrtizDepartamento de Psicología, Universidad Técnica Particular de Loja, Loja, Ecuador.
Judith Francisco-PérezFacultad de Salud y Bienestar, Grupo de Investigación en Salud Digital, Pontificia Universidad Católica del Ecuador, Quito, Ecuador.
Víctor López-GuerraDepartamento de Psicología, Universidad Técnica Particular de Loja, Loja, Ecuador.
Diana Maricela Vuele-DumaFacultad de la Salud Humana, Universidad Nacional de Loja, Loja, Ecuador.
Denny Caridad Ayora-ApoloFacultad de la Salud Humana, Universidad Nacional de Loja, Loja, Ecuador.
Angélica RojasPrograma de Psicología, Universidad Centroccidental Lisandro Alvarado, Barquisimeto, Venezuela.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Health literacy (HL) is a key determinant of individual and public health outcomes, as it influences people's ability to access, understand, and apply health information for informed decision-making. Although the European Health Literacy Survey Questionnaire (HLS-EU-Q16) has been validated in several countries, no psychometric validation had previously been conducted in Ecuador. Methods: This study evaluated the psychometric properties of the Spanish version of the HLS-EU-Q16 in a sample of 612 Ecuadorian adults from the three main regions of the country. Confirmatory factor analysis (CFA) was conducted to examine the factorial structure. Internal consistency was assessed using Cronbach's alpha and McDonald's omega, measurement invariance was tested across sex, age, and area of residence, and known-groups validity was evaluated through group comparisons. Results: The CFA supported a three-factor model consistent with the theoretical framework of healthcare, disease prevention, and health promotion (χ Discussion: These findings confirm that the Spanish HLS-EU-Q16 is a valid, reliable, and invariant instrument for assessing health literacy in Ecuadorian adults. The availability of this tool provides a solid foundation for evidence-based health education, targeted interventions, and public health policies aimed at promoting equity and strengthening health literacy in Ecuador and Latin America.

Indexed as

Health EducationHealth LiteracyPublic HealthAdolescentAdultAgedEcuadorFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesYoung Adultdisease preventionEcuadoreducationhealth literacyhealth promotionHLS-EU-Q16measurement invariancepsychometric validation

Identifiers

PMID41756083
PMCPMC12932619

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.